Concerning is the inability of commonly used AI/ML medical imaging methods to differentiate between correlations and causation, making potentially deadly mistakes in the process. For example, [1]} identified a number of approaches that claim to have been able to diagnose COVID-19 from chest X-rays but ultimately fail to do so as they were instead picking up spurious correlations like hospital identifiers and the ethnicity of the patient.
